From 44acad2c003cc8385ea66d15ea434aa651caa198 Mon Sep 17 00:00:00 2001
From: James Gillanders <jgillanders01@qub.ac.uk>
Date: Mon, 4 Oct 2021 10:50:42 +0100
Subject: [PATCH] Revert "Add option to add Observed Spectrum (#1761)" (#1805)

This reverts commit 45bb948e0b38347aca98971384287257f81b3e76.
---
 .../visualization/demo_observed_spectrum.dat  | 4681 -----------------
 docs/io/visualization/sdec_plot.ipynb         |  136 +-
 tardis/visualization/tools/sdec_plot.py       |   74 +-
 3 files changed, 47 insertions(+), 4844 deletions(-)
 delete mode 100644 docs/io/visualization/demo_observed_spectrum.dat

diff --git a/docs/io/visualization/demo_observed_spectrum.dat b/docs/io/visualization/demo_observed_spectrum.dat
deleted file mode 100644
index 980cf88959a..00000000000
--- a/docs/io/visualization/demo_observed_spectrum.dat
+++ /dev/null
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-2.497550000000000000e+04 2.610045389999999923e-15
-2.498250000000000000e+04 2.589266670000000172e-15
diff --git a/docs/io/visualization/sdec_plot.ipynb b/docs/io/visualization/sdec_plot.ipynb
index 4e1c13daca2..7088c9a9d3b 100644
--- a/docs/io/visualization/sdec_plot.ipynb
+++ b/docs/io/visualization/sdec_plot.ipynb
@@ -13,8 +13,8 @@
    "execution_count": null,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-10-01T11:54:24.525446Z",
-     "start_time": "2021-10-01T11:54:24.522894Z"
+     "end_time": "2021-02-18T17:35:03.859695Z",
+     "start_time": "2021-02-18T17:35:03.851958Z"
     },
     "nbsphinx": "hidden"
    },
@@ -37,8 +37,8 @@
    "execution_count": null,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:28.560853Z",
-     "start_time": "2021-10-01T11:54:24.527697Z"
+     "end_time": "2021-02-18T17:37:30.434925Z",
+     "start_time": "2021-02-18T17:35:06.936525Z"
     },
     "scrolled": true
    },
@@ -78,8 +78,8 @@
    "execution_count": null,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:28.570289Z",
-     "start_time": "2021-10-01T11:55:28.565985Z"
+     "end_time": "2021-02-18T17:37:42.468383Z",
+     "start_time": "2021-02-18T17:37:30.702418Z"
     }
    },
    "outputs": [],
@@ -99,8 +99,8 @@
    "execution_count": null,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:28.856453Z",
-     "start_time": "2021-10-01T11:55:28.573256Z"
+     "end_time": "2021-02-18T17:37:44.686809Z",
+     "start_time": "2021-02-18T17:37:42.534053Z"
     }
    },
    "outputs": [],
@@ -129,8 +129,8 @@
    "execution_count": null,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:31.451258Z",
-     "start_time": "2021-10-01T11:55:28.858833Z"
+     "end_time": "2021-02-18T17:37:48.944341Z",
+     "start_time": "2021-02-18T17:37:44.697819Z"
     }
    },
    "outputs": [],
@@ -151,8 +151,8 @@
    "execution_count": null,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:32.158763Z",
-     "start_time": "2021-10-01T11:55:31.452265Z"
+     "end_time": "2021-02-18T17:37:59.778634Z",
+     "start_time": "2021-02-18T17:37:56.684368Z"
     },
     "scrolled": false
    },
@@ -174,8 +174,8 @@
    "execution_count": null,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:32.162522Z",
-     "start_time": "2021-10-01T11:55:32.160130Z"
+     "end_time": "2021-02-12T14:06:53.421136Z",
+     "start_time": "2021-02-12T14:06:53.414261Z"
     }
    },
    "outputs": [],
@@ -188,8 +188,8 @@
    "execution_count": null,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:32.834975Z",
-     "start_time": "2021-10-01T11:55:32.165455Z"
+     "end_time": "2021-02-12T14:06:54.345187Z",
+     "start_time": "2021-02-12T14:06:53.426078Z"
     }
    },
    "outputs": [],
@@ -214,12 +214,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {
-    "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:33.596372Z",
-     "start_time": "2021-10-01T11:55:32.836722Z"
-    }
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "plotter.generate_plot_mpl(packet_wvl_range=[2000, 8000] * u.AA, nelements = 3);"
@@ -242,12 +237,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {
-    "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:34.453347Z",
-     "start_time": "2021-10-01T11:55:33.597694Z"
-    }
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "plotter.generate_plot_mpl(packet_wvl_range=[2000, 8000] * u.AA, species_list = ['Si II', 'S I-V', 'Ca']);"
@@ -263,12 +253,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {
-    "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:36.222650Z",
-     "start_time": "2021-10-01T11:55:34.454511Z"
-    }
-   },
+   "metadata": {},
    "outputs": [],
    "source": [
     "plotter.generate_plot_mpl(nelements = 3, species_list = ['Si II', 'S I-V', 'Ca']);"
@@ -287,8 +272,8 @@
    "execution_count": null,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:37.709270Z",
-     "start_time": "2021-10-01T11:55:36.223839Z"
+     "end_time": "2021-02-12T14:06:55.824425Z",
+     "start_time": "2021-02-12T14:06:54.347672Z"
     }
    },
    "outputs": [],
@@ -296,47 +281,6 @@
     "plotter.generate_plot_mpl(distance=100 * u.Mpc);"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Plotting an observed spectrum\n",
-    "To add an observed spectrum to the SDEC plot, you would need to pass the wavelength and the flux to the `observed_spectrum` parameter. The argument passed should be a tuple/list where the first value is the wavelength and the second value is the flux of the observed spectrum. Please note that these values should be instances of `astropy.Quantity`. "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:37.763078Z",
-     "start_time": "2021-10-01T11:55:37.711523Z"
-    }
-   },
-   "outputs": [],
-   "source": [
-    "import numpy as np\n",
-    "data = np.loadtxt('demo_observed_spectrum.dat')\n",
-    "\n",
-    "observed_spectrum_wavelength, observed_spectrum_flux = data.T\n",
-    "observed_spectrum_wavelength = observed_spectrum_wavelength * u.AA\n",
-    "observed_spectrum_flux = observed_spectrum_flux *   u.erg / (u.s * u.cm**2 * u.AA)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {
-    "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:39.116098Z",
-     "start_time": "2021-10-01T11:55:37.764988Z"
-    }
-   },
-   "outputs": [],
-   "source": [
-    "plotter.generate_plot_mpl(observed_spectrum = (observed_spectrum_wavelength, observed_spectrum_flux), distance = 6 * u.Mpc);"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -350,8 +294,8 @@
    "execution_count": null,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:40.310281Z",
-     "start_time": "2021-10-01T11:55:39.117361Z"
+     "end_time": "2021-02-12T14:06:57.262440Z",
+     "start_time": "2021-02-12T14:06:55.826776Z"
     }
    },
    "outputs": [],
@@ -371,8 +315,8 @@
    "execution_count": null,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:40.316100Z",
-     "start_time": "2021-10-01T11:55:40.311570Z"
+     "end_time": "2021-02-12T14:06:57.268198Z",
+     "start_time": "2021-02-12T14:06:57.264187Z"
     },
     "scrolled": false
    },
@@ -420,8 +364,8 @@
    "execution_count": null,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:42.308258Z",
-     "start_time": "2021-10-01T11:55:40.317173Z"
+     "end_time": "2021-02-12T14:07:00.696250Z",
+     "start_time": "2021-02-12T14:06:57.271268Z"
     }
    },
    "outputs": [],
@@ -441,8 +385,8 @@
    "execution_count": null,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:43.189422Z",
-     "start_time": "2021-10-01T11:55:42.310142Z"
+     "end_time": "2021-02-12T14:07:02.151974Z",
+     "start_time": "2021-02-12T14:07:00.700179Z"
     }
    },
    "outputs": [],
@@ -454,7 +398,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "In a similar manner, you can also use the `packet_wvl_range`, `nelements`, `species_list`, `show_modeled_spectrum`, `observed_spectrum` and distance arguments in plotly plots (try it out in interactive mode!)."
+    "In a similar manner, you can also use the `packet_wvl_range`, `nelements`, `species_list`, `show_modeled_spectrum` and `distance` arguments in plotly plots (try it out in interactive mode!)."
    ]
   },
   {
@@ -479,8 +423,8 @@
    "execution_count": null,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:47.644716Z",
-     "start_time": "2021-10-01T11:55:47.640577Z"
+     "end_time": "2021-02-12T14:07:02.873280Z",
+     "start_time": "2021-02-12T14:07:02.869724Z"
     },
     "scrolled": false
    },
@@ -503,8 +447,8 @@
    "execution_count": null,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:47.833327Z",
-     "start_time": "2021-10-01T11:55:47.645614Z"
+     "end_time": "2021-02-12T14:07:11.208646Z",
+     "start_time": "2021-02-12T14:07:02.875293Z"
     }
    },
    "outputs": [],
@@ -524,8 +468,8 @@
    "execution_count": null,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:48.266791Z",
-     "start_time": "2021-10-01T11:55:47.834808Z"
+     "end_time": "2021-02-12T14:07:13.724626Z",
+     "start_time": "2021-02-12T14:07:11.237970Z"
     }
    },
    "outputs": [],
@@ -539,8 +483,8 @@
    "execution_count": null,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:48.659429Z",
-     "start_time": "2021-10-01T11:55:48.268776Z"
+     "end_time": "2021-02-12T14:07:14.722694Z",
+     "start_time": "2021-02-12T14:07:13.727019Z"
     }
    },
    "outputs": [],
@@ -554,8 +498,8 @@
    "execution_count": null,
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2021-10-01T11:55:48.854879Z",
-     "start_time": "2021-10-01T11:55:48.661398Z"
+     "end_time": "2021-02-12T14:07:17.123756Z",
+     "start_time": "2021-02-12T14:07:14.724189Z"
     }
    },
    "outputs": [],
diff --git a/tardis/visualization/tools/sdec_plot.py b/tardis/visualization/tools/sdec_plot.py
index 7b429175bc0..bd76aeaa772 100644
--- a/tardis/visualization/tools/sdec_plot.py
+++ b/tardis/visualization/tools/sdec_plot.py
@@ -1082,7 +1082,6 @@ def generate_plot_mpl(
         packets_mode="virtual",
         packet_wvl_range=None,
         distance=None,
-        observed_spectrum=None,
         show_modeled_spectrum=True,
         ax=None,
         figsize=(12, 7),
@@ -1106,11 +1105,6 @@ def generate_plot_mpl(
         distance : astropy.Quantity or None, optional
             Distance used to calculate flux instead of luminosity in the plot.
             It should have a length unit like m, Mpc, etc. Default value is None
-        observed_spectrum : tuple or list of astropy.Quantity, optional
-            Option to plot an observed spectrum in the SDEC plot. If given, the first element
-            should be the wavelength and the second element should be flux,
-            i.e. (wavelength, flux). The assumed units for wavelength and flux are
-            angstroms and erg/(angstroms * s * cm^2), respectively. Default value is None.
         show_modeled_spectrum : bool, optional
             Whether to show modeled spectrum in SDEC Plot. Default value is
             True
@@ -1184,31 +1178,6 @@ def generate_plot_mpl(
                 linewidth=1,
             )
 
-        # Plot observed spectrum
-        if observed_spectrum:
-            if distance is None:
-                raise ValueError(
-                    """
-                    Distance must be specified if an observed_spectrum is given 
-                    so that the model spectrum can be converted into flux space correctly.
-                    """
-                )
-
-            observed_spectrum_wavelength = None
-            observed_spectrum_flux = None
-
-            # Convert to wavelength and luminosity units
-            observed_spectrum_wavelength = observed_spectrum[0].to(u.AA)
-            observed_spectrum_flux = observed_spectrum[1].to("erg/(s cm**2 AA)")
-
-            self.ax.plot(
-                observed_spectrum_wavelength,
-                observed_spectrum_flux,
-                "-k",
-                label="Observed Spectrum",
-                linewidth=1,
-            )
-
         # Plot photosphere
         self.ax.plot(
             self.plot_wavelength,
@@ -1246,7 +1215,7 @@ def _plot_emission_mpl(self):
             self.plot_wavelength,
             lower_level,
             upper_level,
-            color="#4C4C4C",
+            color="black",
             label="No interaction",
         )
 
@@ -1259,7 +1228,7 @@ def _plot_emission_mpl(self):
             self.plot_wavelength,
             lower_level,
             upper_level,
-            color="#8F8F8F",
+            color="grey",
             label="Electron Scatter Only",
         )
 
@@ -1274,7 +1243,7 @@ def _plot_emission_mpl(self):
                 self.plot_wavelength,
                 lower_level,
                 upper_level,
-                color="#C2C2C2",
+                color="silver",
                 label="Other elements",
             )
 
@@ -1502,11 +1471,6 @@ def generate_plot_ply(
         distance : astropy.Quantity or None, optional
             Distance used to calculate flux instead of luminosity in the plot.
             It should have a length unit like m, Mpc, etc. Default value is None
-        observed_spectrum : tuple or list of astropy.Quantity, optional
-            Option to plot an observed spectrum in the SDEC plot. If given, the first element
-            should be the wavelength and the second element should be flux,
-            i.e. (wavelength, flux). The assumed units for wavelength and flux are
-            angstroms and erg/(angstroms * s * cm^2), respectively. Default value is None.
         show_modeled_spectrum : bool, optional
             Whether to show modeled spectrum in SDEC Plot. Default value is
             True
@@ -1583,30 +1547,6 @@ def generate_plot_ply(
                 )
             )
 
-        # Plot observed spectrum
-        if observed_spectrum:
-            if distance is None:
-                raise ValueError(
-                    """
-                    Distance must be specified if an observed_spectrum is given 
-                    so that the model spectrum can be converted into flux space correctly.
-                    """
-                )
-
-            observed_spectrum_wavelength = None
-            observed_spectrum_flux = None
-
-            # Convert to wavelength and luminosity units
-            observed_spectrum_wavelength = observed_spectrum[0].to(u.AA)
-            observed_spectrum_flux = observed_spectrum[1].to("erg/(s cm**2 AA)")
-
-            self.fig.add_scatter(
-                x=observed_spectrum_wavelength,
-                y=observed_spectrum_flux,
-                name="Observed Spectrum",
-                line={"color": "black", "width": 1.2},
-            )
-
         # Plot photosphere
         self.fig.add_trace(
             go.Scatter(
@@ -1670,7 +1610,7 @@ def _plot_emission_ply(self):
                 y=self.emission_luminosities_df.noint,
                 mode="none",
                 name="No interaction",
-                fillcolor="#4C4C4C",
+                fillcolor="black",
                 stackgroup="emission",
             )
         )
@@ -1681,7 +1621,7 @@ def _plot_emission_ply(self):
                 y=self.emission_luminosities_df.escatter,
                 mode="none",
                 name="Electron Scatter Only",
-                fillcolor="#8F8F8F",
+                fillcolor="grey",
                 stackgroup="emission",
             )
         )
@@ -1694,7 +1634,7 @@ def _plot_emission_ply(self):
                     y=self.emission_luminosities_df.other,
                     mode="none",
                     name="Other elements",
-                    fillcolor="#C2C2C2",
+                    fillcolor="silver",
                     stackgroup="emission",
                 )
             )
@@ -1745,7 +1685,7 @@ def _plot_absorption_ply(self):
                     y=self.absorption_luminosities_df.other * -1,
                     mode="none",
                     name="Other elements",
-                    fillcolor="#C2C2C2",
+                    fillcolor="silver",
                     stackgroup="absorption",
                     showlegend=False,
                 )